{"id":"W3212868920","doi":"10.2217/fon-2021-0592","title":"Patterns of Colorectal Cancer Diagnosis Among Younger Adults in a Real-World, Population-Based Cohort","year":2021,"lang":"en","type":"article","venue":"Future Oncology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Quartile; Colorectal cancer; Population; Odds ratio; Demography; Logistic regression; Retrospective cohort study; Socioeconomic status; Internal medicine; Cohort; Cancer; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006172274,0.0001737819,0.0002676412,0.002162935,0.0004229358,0.0007739522,0.0005939648,0.0002918786,0.0006986158],"category_scores_gemma":[0.001915788,0.0001746192,0.0004122085,0.003323952,0.0003340569,0.000270448,0.0002905307,0.0002565031,0.0001133679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002705873,"about_ca_system_score_gemma":0.003553789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6634955,"about_ca_topic_score_gemma":0.7763717,"domain_scores_codex":[0.9992525,0.00007674623,0.00008678013,0.0001490242,0.0003122805,0.0001225071],"domain_scores_gemma":[0.9986491,0.0001314602,0.0006393007,0.00004378404,0.0003652665,0.0001711522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002631147,0.000005766276,0.9940839,0.000127709,0.00008991468,0.0001050618,0.0001414013,0.00004426466,0.0001412101,0.00001829934,0.0005427938,0.004673424],"study_design_scores_gemma":[0.000001181848,0.000007786376,0.9992555,0.00003479065,0.00002260097,0.0001142961,0.0001426493,0.00002077371,0.000009369046,0.000003809265,0.0003853269,0.000001876434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968949,0.02234523,0.0001811554,0.000692747,0.00004620179,0.00003937962,0.005539009,0.00002836743,0.002178937],"genre_scores_gemma":[0.9881308,0.008334145,0.0002212074,0.000215213,0.00003453175,0.00001364846,0.002722057,0.000004566599,0.0003239816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6634955,"threshold_uncertainty_score":0.6769725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136903409401499,"score_gpt":0.3020783204879855,"score_spread":0.2907092863939705,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}